| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-15 | Coulee Region Chill | NAHL | 2 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2015-16 | Coulee Region Chill | NAHL | 7 | 0 | 0 | 0 | 0.000 | — | — | — | — |
| 2016-17 | Maine Wild | NA3HL | 33 | 13 | 33 | 46 | 1.394 | 0.1749 | 0.1667 | 0.4401 | 0.4196 |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2019-20 | Wentworth | D1 | CNE | SR | 28 | 5 | 15 | 20 | 0.714 |
| 2019-20 | Wentworth | D3 | CNE | GR | 28 | 5 | 15 | 20 | 0.714 |
| 2018-19 | Wentworth | D1 | CNE | JR | 24 | 4 | 8 | 12 | 0.500 |
| 2018-19 | Wentworth | D3 | CNE | SR | 24 | 4 | 8 | 12 | 0.500 |
| 2017-18 | Wentworth | D3 | CNE | JR | 26 | 3 | 5 | 8 | 0.308 |
| 2015-16 | Marian | D3 | NCHA | — | 6 | 0 | 1 | 1 | 0.167 |
How to read this: NCAAe and D3e factors convert a player's junior PPG into expected NCAA scoring at the D1 or D3 level. Harder conferences → lower projected PPG for the same player. A strong junior player (e.g. USHL 0.90 PPG) will project much higher in NESCAC than Big Ten because the D3 scoring environment is lower-difficulty.
Strength factor: conferences above 1.0 are harder than average; below 1.0 are easier. The formula is: Base NCAAe PPG ÷ Conference Strength = Projected PPG.